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Learning rules and network repair in spike-timing-based computation networks

Plasticity in connections between neurons allows learning and adaptation, but it also allows noise to degrade the function of a network. Ongoing network self-repair is thus necessary. We describe a method to derive spike-timing-dependent plasticity rules for self-repair, based on the firing patterns...

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Publikašuvnnas:Proc Natl Acad Sci U S A
Váldodahkkit: Hopfield, J. J., Brody, Carlos D.
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: National Academy of Sciences 2003
Fáttát:
Liŋkkat:https://ncbi.nlm.nih.govhttps://pmc.ncbi.nlm.nih.gov/articles/PMC314186/
https://ncbi.nlm.nih.govhttps://pubmed.ncbi.nlm.nih.gov/14694191/
https://ncbi.nlm.nih.govhttps://doi.org/10.1073/pnas.2536316100
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